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Pradeep Varakantham, Ph.D. - Publications

Affiliations: 
2007 Computer Science University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science
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55 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Varakantham P, Kumar A, Lau HC, Yeoh W. Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments Acm Transactions On Intelligent Systems and Technology. 9: 24. DOI: 10.1145/3080575  0.363
2018 Lowalekar M, Varakantham P, Jaillet P. Online spatio-temporal matching in stochastic and dynamic domains Artificial Intelligence. 261: 71-112. DOI: 10.1016/J.Artint.2018.04.005  0.383
2017 Ghosh S, Varakantham P, Adulyasak Y, Jaillet P. Dynamic Repositioning to Reduce Lost Demand in Bike Sharing Systems Journal of Artificial Intelligence Research. 58: 387-430. DOI: 10.1613/Jair.5308  0.357
2017 Ahmed A, Varakantham P, Lowalekar M, Adulyasak Y, Jaillet P. Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs) Journal of Artificial Intelligence Research. 59: 229-264. DOI: 10.1613/Jair.5242  0.42
2017 Varakantham P, An B, Low B, Zhang J. Artificial Intelligence Research in Singapore: Assisting the Development of a Smart Nation Ai Magazine. 38: 102-105. DOI: 10.1609/Aimag.V38I3.2749  0.336
2016 Shieh E, Jiang AX, Yadav A, Varakantham P, Tambe M. An extended study on addressing defender teamwork while accounting for uncertainty in attacker defender games using iterative Dec-MDPs Multiagent and Grid Systems. 11: 189-226. DOI: 10.3233/Mgs-150236  0.753
2015 Fu N, Lau HC, Varakantham P. Robust execution strategies for project scheduling with unreliable resources and stochastic durations Journal of Scheduling. 18: 607-622. DOI: 10.1007/S10951-015-0425-1  0.382
2015 Varakantham P, Mostafa H, Fu N, Lau HC. DIRECT: A scalable approach for route guidance in selfish orienteering problems Proceedings of the International Joint Conference On Autonomous Agents and Multiagent Systems, Aamas. 1: 483-491.  0.38
2015 Ghosh S, Kumar A, Varakantham P. Probabilistic inference based message-passing for resource constrained DCOPs Ijcai International Joint Conference On Artificial Intelligence. 2015: 411-417.  0.426
2014 Shieh E, Jiang AX, Yadav A, Varakantham P, Tambe M. Unleashing Dec-MDPs in security games: Enabling effective defender teamwork Frontiers in Artificial Intelligence and Applications. 263: 819-824. DOI: 10.3233/978-1-61499-419-0-819  0.571
2014 Kwak Jy, Varakantham P, Maheswaran R, Chang YH, Tambe M, Becerik-Gerber B, Wood W. TESLA: An extended study of an energy-saving agent that leverages schedule flexibility Autonomous Agents and Multi-Agent Systems. 28: 605-636. DOI: 10.1007/S10458-013-9234-0  0.689
2014 Hou P, Yeoh W, Varakantham P. Revisiting risk-sensitive MDPs: New algorithms and results Proceedings International Conference On Automated Planning and Scheduling, Icaps. 2014: 136-144.  0.34
2014 Brown M, Saisubramanian S, Varakantham P, Tambe M. STREETS: Game-theoretic traffic patrolling with exploration and exploitation Proceedings of the National Conference On Artificial Intelligence. 4: 2966-2971.  0.469
2014 Chapman AC, Varakantham P. Marginal contribution stochastic games for dynamic resource allocation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8861: 333-340.  0.382
2014 Varakantham P, Adulyasak Y, Jaillet P. Decentralized stochastic planning with anonymity in interactions Proceedings of the National Conference On Artificial Intelligence. 4: 2505-2511.  0.345
2013 Varakantham P, Fu N, Yeoh W, Cheng SF, Lau HC. Budgeted personalized incentive approaches for smoothing congestion in resource networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8176: 375-386. DOI: 10.1007/978-3-642-41575-3-29  0.33
2013 Ahmed A, Varakantham P, Adulyasak Y, Jaillet P. Regret based robust solutions for uncertain Markov Decision Processes Advances in Neural Information Processing Systems.  0.341
2013 Kwak JY, Varakantham P, Maheswaran R, Chang YH, Tambe M, Becerik-Gerber B, Wood W. TESLA: An energy-saving agent that leverages schedule flexibility 12th International Conference On Autonomous Agents and Multiagent Systems 2013, Aamas 2013. 2: 965-972.  0.32
2012 Fu N, Lau HC, Varakantham P, Xiao F. Robust local search for solving RCPSP/max with durational uncertainty Journal of Artificial Intelligence Research. 43: 43-86. DOI: 10.1613/Jair.3424  0.426
2012 Blisard S, Carmichael T, Ding L, Finin T, Frost W, Graesser A, Hadzikadic M, Kagal L, Kruijff GJM, Langley P, Lester J, McGuinness DL, Mostow J, Papadakis P, Pirri F, ... ... Varakantham P, et al. Reports of the AAAI 2011 fall symposia Ai Magazine. 33: 71-78. DOI: 10.1609/Aimag.V33I1.2391  0.397
2012 Gordon GJ, Varakantham P, Yeoh W, Lau HC, Aravamudhan AS, Cheng SF. Lagrangian relaxation for large-scale multi-agent planning Proceedings - 2012 Ieee/Wic/Acm International Conference On Intelligent Agent Technology, Iat 2012. 2: 494-501. DOI: 10.1109/WI-IAT.2012.252  0.442
2012 Klein L, Kwak JY, Kavulya G, Jazizadeh F, Becerik-Gerber B, Varakantham P, Tambe M. Coordinating occupant behavior for building energy and comfort management using multi-agent systems Automation in Construction. 22: 525-536. DOI: 10.1016/J.Autcon.2011.11.012  0.569
2012 Ahmed A, Varakantham P, Cheng SF. Uncertain congestion games with assorted human agent populations Uncertainty in Artificial Intelligence - Proceedings of the 28th Conference, Uai 2012. 44-53.  0.38
2011 Varakantham P. Social model shaping for solving generic DEC-POMDPs Proceedings - 2011 Ieee/Wic/Acm International Conference On Intelligent Agent Technology, Iat 2011. 2: 180-187. DOI: 10.1109/WI-IAT.2011.145  0.339
2011 Varakantham P, Schurr N, Carlin A, Amato C. Decision support in organizations: A case for OrgPOMDPs Proceedings - 2011 Ieee/Wic/Acm International Conference On Intelligent Agent Technology, Iat 2011. 2: 163-170. DOI: 10.1109/WI-IAT.2011.144  0.717
2011 Varakantham P, Schurr N, Carlin A, Amato C. Adaptive decision support for structured organizations: A case for OrgPOMDPs 10th International Conference On Autonomous Agents and Multiagent Systems 2011, Aamas 2011. 2: 1081-1082.  0.725
2011 Yeoh W, Varakantham P, Sun X, Koenig S. Incremental DCOP search algorithms for solving dynamic DCOPs 10th International Conference On Autonomous Agents and Multiagent Systems 2011, Aamas 2011. 2: 1003-1004.  0.364
2011 Kwak JY, Varakantham P, Tambe M, Klein L, Jazizadeh F, Kavulya G, Gerber BB, Gerber DJ. Towards optimal planning for distributed coordination under uncertainty in energy domains Pre-Proceedings of the 3rd International Workshop On Collaborative Agents - Research and Development, Care 2011.  0.377
2010 Tasaki M, Yabu Y, Iwanari Y, Yokoo M, Marecki J, Varakantham P, Tambe M. Introducing communication in Dis-POMDPs with locality of interaction Web Intelligence and Agent Systems: An International Journal. 8: 303-311. DOI: 10.3233/Wia-2010-0193  0.771
2010 Paruchuri P, Varakantham P, Sycara K, Scerri P. Effect of human biases on human-agent teams Proceedings - 2010 Ieee/Wic/Acm International Conference On Intelligent Agent Technology, Iat 2010. 2: 327-334. DOI: 10.1109/WI-IAT.2010.104  0.758
2010 Marecki J, Srivatsa M, Varakantham P. A decision theoretic approach to data leakage prevention Proceedings - Socialcom 2010: 2nd Ieee International Conference On Social Computing, Passat 2010: 2nd Ieee International Conference On Privacy, Security, Risk and Trust. 776-784. DOI: 10.1109/SocialCom.2010.119  0.63
2010 Fu N, Varakantham P, Chuin LH. Towards finding robust execution strategies for RCPSP/max with durational uncertainty Icaps 2010 - Proceedings of the 20th International Conference On Automated Planning and Scheduling. 73-80.  0.321
2010 Marecki J, Varakantham P. Risk-sensitive planning in partially observable environments Proceedings of the International Joint Conference On Autonomous Agents and Multiagent Systems, Aamas. 2: 1357-1364.  0.701
2009 Varakantham P, Kwak JY, Taylor M, Marecki J, Scerri P, Tambe M. Exploiting coordination locales in distributed POMDPs via social model shaping Icaps 2009 - Proceedings of the 19th International Conference On Automated Planning and Scheduling. 313-320.  0.732
2008 Tasaki M, Yabu Y, Iwanari Y, Yokoo M, Tambe M, Marecki J, Varakantham P. Introducing communication in Dis-POMDPs with locality of interaction Proceedings - 2008 Ieee/Wic/Acm International Conference On Intelligent Agent Technology, Iat 2008. 169-175. DOI: 10.1109/WIIAT.2008.316  0.716
2008 Marecki J, Gupta T, Varakantham P, Tambe M, Yokoo M. Not all agents are equal: Scaling up distributed POMDPs for agent networks Proceedings of the International Joint Conference On Autonomous Agents and Multiagent Systems, Aamas. 1: 478-485.  0.73
2008 Tasaki M, Yabu Y, Yokoo M, Varakantham P, Marecki J, Tambe M. Introducing communication to joint policy search algorithm for networked distributed POMDPs Computer Software. 25: 226-237.  0.765
2008 Tambe M, Bowring E, Pearce JP, Varakantham P, Scerri P, Pynadath DV. Electric Elves: What went wrong and why Ai Magazine. 29: 23-31.  0.756
2007 Gupta T, Varakantham P, Rauenbusch TW, Tambe M. Demonstration of teamwork in uncertain domains using hybrid BDI-POMDP systems Proceedings of the International Conference On Autonomous Agents. 1367-1368. DOI: 10.1145/1329125.1329445  0.573
2007 Varakantham P, Marecki J, Yabu Y, Tambe M, Yokoo M. Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies Proceedings of the International Conference On Autonomous Agents. 822-829. DOI: 10.1145/1329125.1329388  0.75
2007 Schurr N, Varakantham P, Bowring E, Tambe M, Grosz B. Asimovian multiagents: Applying laws of robotics to teams of humans and agents Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4411: 41-55.  0.751
2007 Varakantham P, Maheswaran RT, Gupta T, Tambe M. Towards efficient computation of error bounded solutions in POMDPs: Expected value approximation and dynamic disjunctive beliefs Ijcai International Joint Conference On Artificial Intelligence. 2638-2643.  0.561
2007 Varakantham P, Marecki J, Tambe M, Yokoo M. SPIDER attack on a network of POMDPs: Towards quality bounded solutions Aaai Spring Symposium - Technical Report. 68-75.  0.751
2006 Varakantham P, Nair R, Tambe M, Yokoo M. Winning back the CUP for distributed POMDPs: Planning over continuous belief spaces Proceedings of the International Conference On Autonomous Agents. 2006: 289-296. DOI: 10.1145/1160633.1160683  0.631
2006 Maheswaran RT, Pearce JP, Bowring E, Varakantham P, Tambe M. Privacy loss in distributed constraint reasoning: A quantitative framework for analysis and its applications Autonomous Agents and Multi-Agent Systems. 13: 27-60. DOI: 10.1007/S10458-006-5951-Y  0.783
2006 Varakantham P, Maheswaran R, Tambe M. Implementation techniques for solving POMDPs in personal assistant agents Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3862: 76-89. DOI: 10.1007/11678823_5  0.624
2006 Kim Y, Nair R, Varakantham P, Tambe M, Yokoo M. Exploiting locality of interaction in networked distributed POMDPs Aaai Spring Symposium - Technical Report. 41-48.  0.409
2005 Varakantham P, Maheswaran RT, Tambe M. Practical POMDPs for personal assistant domains Aaai Spring Symposium - Technical Report. 68-75.  0.619
2005 Varakantham P, Maheswaran R, Tambe M. Exploiting belief bounds: Practical POMDPs for personal assistant agents Proceedings of the International Conference On Autonomous Agents. 1109-1116.  0.638
2005 Tambe M, Bowring E, Jung H, Kaminka G, Maheswaran R, Marecki J, Modi PJ, Nair R, Okamoto S, Pearce JP, Paruchuri P, Pynadath D, Scerri P, Schurr N, Varakantham P. Conflicts in teamwork: Hybrids to the rescue Proceedings of the International Conference On Autonomous Agents. 35-42.  0.723
2005 Nair R, Varakantham P, Tambe M, Yokoo M. Networked distributed POMDPs: A synergy of distributed constraint optimization and POMDPs Ijcai International Joint Conference On Artificial Intelligence. 1758-1760.  0.598
2005 Nair R, Varakantham P, Tambe M, Yokoo M. Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs Proceedings of the National Conference On Artificial Intelligence. 1: 133-139.  0.615
2005 Maheswaran RT, Pearce JP, Varakantham P, Bowring E, Tambe M. Valuations of Possible States (VPS): A quantitative framework for analysis of privacy loss among collaborative personal assistant agents Proceedings of the International Conference On Autonomous Agents. 1157-1164.  0.804
2004 Maheswaran RT, Tambe M, Varakantham P, Myers K. Adjustable autonomy challenges in personal assistant agents: A position paper Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2969: 187-194.  0.596
2004 Maheswaran RT, Tambe M, Bowring E, Pearce JP, Varakantham P. Taking DCOP to the real world: Efficient complete solutions for distributed multi-event scheduling Proceedings of the Third International Joint Conference On Autonomous Agents and Multiagent Systems, Aamas 2004. 1: 310-317.  0.795
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